{"id":"W2032018881","doi":"10.1016/j.cjca.2013.08.019","title":"Charting a Course for Cardiac Electrophysiology Training in Canada: The Vital Role of Fellows in Advanced Cardiovascular Care","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University Health Network; University of Alberta; Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec; Population Health Research Institute; Hospital for Sick Children; Western University; Université de Sherbrooke; Sunnybrook Health Science Centre; St. Michael's Hospital; University of British Columbia; Children's Hospital of Eastern Ontario; Montreal Heart Institute; Royal Jubilee Hospital; University of Calgary; Libin Cardiovascular Institute of Alberta; Hôpital du Sacré-Cœur de Montréal; McGill University; University of Ottawa; BC Children's Hospital; Université Laval; Université de Montréal; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Government (linguistics); Excellence; Procurement; Medical education; Christian ministry; Competence (human resources); Public relations; Political science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003317414,0.0003925524,0.0003872669,0.000973643,0.01032928,0.004564159,0.002471783,0.004685152,0.02363368],"category_scores_gemma":[0.01796751,0.000459284,0.0005803624,0.001109844,0.002544048,0.002436669,0.003463158,0.008889637,0.001755942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.042293,"about_ca_system_score_gemma":0.3475833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9133328,"about_ca_topic_score_gemma":0.9781832,"domain_scores_codex":[0.9949955,0.0005606964,0.0001934484,0.0003634061,0.001575698,0.002311348],"domain_scores_gemma":[0.885539,0.002014854,0.002899794,0.0006544575,0.0153067,0.09358519],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001048313,0.0005536208,0.07169037,0.0003566344,0.00003690427,0.001877475,0.0020112,0.0005655668,0.001185212,0.004450062,0.7700128,0.1471554],"study_design_scores_gemma":[0.0002815498,0.00038759,0.4949079,0.002599556,0.00007962898,0.001926727,0.02099223,0.001723371,0.0005116788,0.00745041,0.4687679,0.0003714907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07133316,0.007110111,0.001730448,0.8363749,0.01407613,0.000490086,0.001116501,0.0003023075,0.06746639],"genre_scores_gemma":[0.691157,0.01904398,0.01416253,0.1869995,0.005897594,0.0002993559,0.001656943,0.0003152548,0.08046792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9966826,"threshold_uncertainty_score":0.3068586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006607689589616395,"score_gpt":0.2088563741378842,"score_spread":0.2022486845482678,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}